Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 6514792 |
| Missing cells | 8402940 |
| Missing cells (%) | 7.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 894.7 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 11 |
start_time has a high cardinality: 5259 distinct values | High cardinality |
blueprint has a high cardinality: 433 distinct values | High cardinality |
login has a high cardinality: 1144 distinct values | High cardinality |
position_x is highly correlated with map_width and 1 other fields | High correlation |
position_y is highly correlated with map_width and 1 other fields | High correlation |
map_width is highly correlated with position_x and 2 other fields | High correlation |
map_height is highly correlated with position_x and 2 other fields | High correlation |
position_x is highly correlated with map_width and 1 other fields | High correlation |
position_y is highly correlated with map_width and 1 other fields | High correlation |
map_width is highly correlated with position_x and 2 other fields | High correlation |
map_height is highly correlated with position_x and 2 other fields | High correlation |
position_y is highly correlated with map_width and 1 other fields | High correlation |
map_width is highly correlated with position_y and 1 other fields | High correlation |
map_height is highly correlated with position_y and 1 other fields | High correlation |
map_name is highly correlated with map_height and 2 other fields | High correlation |
map_height is highly correlated with map_name and 2 other fields | High correlation |
map_width is highly correlated with map_name and 2 other fields | High correlation |
map_thumbnail is highly correlated with map_name and 2 other fields | High correlation |
id is highly correlated with map_name and 1 other fields | High correlation |
position_x is highly correlated with position_y and 4 other fields | High correlation |
position_y is highly correlated with position_x and 4 other fields | High correlation |
faf_player_id is highly correlated with rating | High correlation |
rating is highly correlated with faf_player_id and 2 other fields | High correlation |
map_name is highly correlated with id and 6 other fields | High correlation |
map_thumbnail is highly correlated with id and 6 other fields | High correlation |
map_width is highly correlated with position_x and 4 other fields | High correlation |
map_height is highly correlated with position_x and 4 other fields | High correlation |
blueprint has 4803912 (73.7%) missing values | Missing |
position_x has 1799514 (27.6%) missing values | Missing |
position_y has 1799514 (27.6%) missing values | Missing |
units_number has 152039 (2.3%) zeros | Zeros |
rating has 66783 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-07-28 03:00:28.657234 |
|---|---|
| Analysis finished | 2022-07-28 03:07:02.323290 |
| Duration | 6 minutes and 33.67 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 5351 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16394999.87 |
| Minimum | 16260677 |
|---|---|
| Maximum | 16462795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | 16260677 |
|---|---|
| 5-th percentile | 16334755 |
| Q1 | 16363608 |
| median | 16395266 |
| Q3 | 16428679 |
| 95-th percentile | 16457339 |
| Maximum | 16462795 |
| Range | 202118 |
| Interquartile range (IQR) | 65071 |
Descriptive statistics
| Standard deviation | 40501.70209 |
|---|---|
| Coefficient of variation (CV) | 0.002470369162 |
| Kurtosis | -0.2667856269 |
| Mean | 16394999.87 |
| Median Absolute Deviation (MAD) | 32747 |
| Skewness | -0.2877496599 |
| Sum | 1.06810014 × 1014 |
| Variance | 1640387872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16371773 | 10268 | 0.2% |
| 16356361 | 9147 | 0.1% |
| 16379143 | 8534 | 0.1% |
| 16405806 | 7261 | 0.1% |
| 16392887 | 7087 | 0.1% |
| 16334386 | 6889 | 0.1% |
| 16333120 | 6862 | 0.1% |
| 16456671 | 6624 | 0.1% |
| 16434199 | 6514 | 0.1% |
| 16391327 | 6381 | 0.1% |
| Other values (5341) | 6439225 |
| Value | Count | Frequency (%) |
| 16260677 | 537 | < 0.1% |
| 16260678 | 764 | |
| 16260712 | 1 | < 0.1% |
| 16260745 | 1054 | |
| 16260753 | 1803 | |
| 16260762 | 792 | |
| 16260763 | 1021 | |
| 16260764 | 752 | |
| 16260765 | 953 | |
| 16260785 | 370 | < 0.1% |
| Value | Count | Frequency (%) |
| 16462795 | 2433 | |
| 16462781 | 2447 | |
| 16462769 | 1907 | |
| 16462730 | 1820 | |
| 16462698 | 2624 | |
| 16462680 | 3117 | |
| 16462666 | 779 | < 0.1% |
| 16462648 | 2638 | |
| 16462632 | 689 | < 0.1% |
| 16462609 | 591 | < 0.1% |
| Distinct | 5259 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| 2022-02-15 19:26:00 UTC | 10268 |
|---|---|
| 2022-02-13 13:59:40 UTC | 9147 |
| 2022-02-16 21:34:59 UTC | 8534 |
| 2022-02-18 19:53:00 UTC | 7523 |
| 2022-02-20 14:37:24 UTC | 7261 |
| Other values (5254) |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Characters and Unicode
| Total characters | 149840216 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 128 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2022-02-15 00:36:27 UTC |
|---|---|
| 2nd row | 2022-02-10 14:29:08 UTC |
| 3rd row | 2022-02-23 15:58:04 UTC |
| 4th row | 2022-02-18 19:25:59 UTC |
| 5th row | 2022-02-23 19:48:59 UTC |
Common Values
| Value | Count | Frequency (%) |
| 2022-02-15 19:26:00 UTC | 10268 | 0.2% |
| 2022-02-13 13:59:40 UTC | 9147 | 0.1% |
| 2022-02-16 21:34:59 UTC | 8534 | 0.1% |
| 2022-02-18 19:53:00 UTC | 7523 | 0.1% |
| 2022-02-20 14:37:24 UTC | 7261 | 0.1% |
| 2022-02-18 23:26:03 UTC | 7087 | 0.1% |
| 2022-02-10 18:11:10 UTC | 6889 | 0.1% |
| 2022-02-10 14:50:15 UTC | 6862 | 0.1% |
| 2022-02-27 22:15:54 UTC | 6624 | 0.1% |
| 2022-02-24 19:19:03 UTC | 6514 | 0.1% |
| Other values (5249) | 6438083 |
Length
| Value | Count | Frequency (%) |
| utc | 6514792 | |
| 2022-02-20 | 476576 | 2.4% |
| 2022-02-13 | 401135 | 2.1% |
| 2022-02-19 | 396604 | 2.0% |
| 2022-02-12 | 388190 | 2.0% |
| 2022-02-18 | 377533 | 1.9% |
| 2022-02-11 | 366941 | 1.9% |
| 2022-02-16 | 346320 | 1.8% |
| 2022-02-28 | 329650 | 1.7% |
| 2022-02-26 | 329300 | 1.7% |
| Other values (4936) | 9617335 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 34847822 | |
| 0 | 21126463 | |
| - | 13029584 | 8.7% |
| 13029584 | 8.7% | |
| : | 13029584 | 8.7% |
| 1 | 12250027 | 8.2% |
| U | 6514792 | 4.3% |
| T | 6514792 | 4.3% |
| C | 6514792 | 4.3% |
| 5 | 4807308 | 3.2% |
| Other values (6) | 18175468 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91207088 | |
| Uppercase Letter | 19544376 | 13.0% |
| Dash Punctuation | 13029584 | 8.7% |
| Space Separator | 13029584 | 8.7% |
| Other Punctuation | 13029584 | 8.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 34847822 | |
| 0 | 21126463 | |
| 1 | 12250027 | 13.4% |
| 5 | 4807308 | 5.3% |
| 3 | 4430209 | 4.9% |
| 4 | 3638488 | 4.0% |
| 8 | 2657186 | 2.9% |
| 9 | 2496784 | 2.7% |
| 7 | 2491705 | 2.7% |
| 6 | 2461096 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 6514792 | |
| T | 6514792 | |
| C | 6514792 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 13029584 |
Space Separator
| Value | Count | Frequency (%) |
| 13029584 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 13029584 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130295840 | |
| Latin | 19544376 | 13.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 34847822 | |
| 0 | 21126463 | |
| - | 13029584 | 10.0% |
| 13029584 | 10.0% | |
| : | 13029584 | 10.0% |
| 1 | 12250027 | 9.4% |
| 5 | 4807308 | 3.7% |
| 3 | 4430209 | 3.4% |
| 4 | 3638488 | 2.8% |
| 8 | 2657186 | 2.0% |
| Other values (3) | 7449585 | 5.7% |
Latin
| Value | Count | Frequency (%) |
| U | 6514792 | |
| T | 6514792 | |
| C | 6514792 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149840216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 34847822 | |
| 0 | 21126463 | |
| - | 13029584 | 8.7% |
| 13029584 | 8.7% | |
| : | 13029584 | 8.7% |
| 1 | 12250027 | 8.2% |
| U | 6514792 | 4.3% |
| T | 6514792 | 4.3% |
| C | 6514792 | 4.3% |
| 5 | 4807308 | 3.2% |
| Other values (6) | 18175468 |
offset_ms
Real number (ℝ≥0)
| Distinct | 56659 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 764053.742 |
| Minimum | 0 |
|---|---|
| Maximum | 19002400 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 70900 |
| Q1 | 295500 |
| median | 574000 |
| Q3 | 997800 |
| 95-th percentile | 2126000 |
| Maximum | 19002400 |
| Range | 19002400 |
| Interquartile range (IQR) | 702300 |
Descriptive statistics
| Standard deviation | 723648.6516 |
|---|---|
| Coefficient of variation (CV) | 0.947117476 |
| Kurtosis | 33.89277023 |
| Mean | 764053.742 |
| Median Absolute Deviation (MAD) | 324900 |
| Skewness | 3.417321711 |
| Sum | 4.977651206 × 1012 |
| Variance | 5.23667371 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 433400 | 710 | < 0.1% |
| 372700 | 702 | < 0.1% |
| 75000 | 691 | < 0.1% |
| 88800 | 689 | < 0.1% |
| 346400 | 688 | < 0.1% |
| 294500 | 686 | < 0.1% |
| 88900 | 685 | < 0.1% |
| 72800 | 684 | < 0.1% |
| 336600 | 683 | < 0.1% |
| 269400 | 683 | < 0.1% |
| Other values (56649) | 6507891 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1800 | 1 | < 0.1% |
| 1900 | 2 | < 0.1% |
| 2000 | 70 | |
| 2100 | 6 | < 0.1% |
| 2200 | 9 | < 0.1% |
| 2300 | 14 | < 0.1% |
| 2400 | 13 | < 0.1% |
| 2500 | 19 | < 0.1% |
| 2600 | 31 |
| Value | Count | Frequency (%) |
| 19002400 | 1 | |
| 18992700 | 1 | |
| 18991000 | 1 | |
| 18967900 | 1 | |
| 18889500 | 1 | |
| 18884700 | 1 | |
| 18867200 | 1 | |
| 18867000 | 1 | |
| 18762400 | 1 | |
| 18759300 | 1 |
player
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 6514792 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3311433 | |
| 0 | 3203359 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 3311433 | |
| 0 | 3203359 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3311433 | |
| 0 | 3203359 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6514792 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3311433 | |
| 0 | 3203359 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6514792 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3311433 | |
| 0 | 3203359 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6514792 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3311433 | |
| 0 | 3203359 |
type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| issue | |
|---|---|
| factory_issue | 203490 |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 5.249880579 |
| Min length | 5 |
Characters and Unicode
| Total characters | 34201880 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | issue |
|---|---|
| 2nd row | issue |
| 3rd row | issue |
| 4th row | issue |
| 5th row | issue |
Common Values
| Value | Count | Frequency (%) |
| issue | 6311302 | |
| factory_issue | 203490 | 3.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| issue | 6311302 | |
| factory_issue | 203490 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 13029584 | |
| i | 6514792 | |
| u | 6514792 | |
| e | 6514792 | |
| f | 203490 | 0.6% |
| a | 203490 | 0.6% |
| c | 203490 | 0.6% |
| t | 203490 | 0.6% |
| o | 203490 | 0.6% |
| r | 203490 | 0.6% |
| Other values (2) | 406980 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33998390 | |
| Connector Punctuation | 203490 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 13029584 | |
| i | 6514792 | |
| u | 6514792 | |
| e | 6514792 | |
| f | 203490 | 0.6% |
| a | 203490 | 0.6% |
| c | 203490 | 0.6% |
| t | 203490 | 0.6% |
| o | 203490 | 0.6% |
| r | 203490 | 0.6% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 203490 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33998390 | |
| Common | 203490 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 13029584 | |
| i | 6514792 | |
| u | 6514792 | |
| e | 6514792 | |
| f | 203490 | 0.6% |
| a | 203490 | 0.6% |
| c | 203490 | 0.6% |
| t | 203490 | 0.6% |
| o | 203490 | 0.6% |
| r | 203490 | 0.6% |
Common
| Value | Count | Frequency (%) |
| _ | 203490 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34201880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 13029584 | |
| i | 6514792 | |
| u | 6514792 | |
| e | 6514792 | |
| f | 203490 | 0.6% |
| a | 203490 | 0.6% |
| c | 203490 | 0.6% |
| t | 203490 | 0.6% |
| o | 203490 | 0.6% |
| r | 203490 | 0.6% |
| Other values (2) | 406980 | 1.2% |
| Distinct | 419 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.480246184 |
| Minimum | 0 |
|---|---|
| Maximum | 808 |
| Zeros | 152039 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 30 |
| Maximum | 808 |
| Range | 808 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 14.46352855 |
|---|---|
| Coefficient of variation (CV) | 2.231941217 |
| Kurtosis | 101.2997295 |
| Mean | 6.480246184 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.977743756 |
| Sum | 42217456 |
| Variance | 209.1936582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3620529 | |
| 2 | 443820 | 6.8% |
| 3 | 292261 | 4.5% |
| 4 | 226588 | 3.5% |
| 5 | 183199 | 2.8% |
| 0 | 152039 | 2.3% |
| 6 | 150437 | 2.3% |
| 7 | 119305 | 1.8% |
| 8 | 105060 | 1.6% |
| 9 | 92683 | 1.4% |
| Other values (409) | 1128871 | 17.3% |
| Value | Count | Frequency (%) |
| 0 | 152039 | 2.3% |
| 1 | 3620529 | |
| 2 | 443820 | 6.8% |
| 3 | 292261 | 4.5% |
| 4 | 226588 | 3.5% |
| 5 | 183199 | 2.8% |
| 6 | 150437 | 2.3% |
| 7 | 119305 | 1.8% |
| 8 | 105060 | 1.6% |
| 9 | 92683 | 1.4% |
| Value | Count | Frequency (%) |
| 808 | 1 | < 0.1% |
| 784 | 2 | |
| 759 | 1 | < 0.1% |
| 753 | 1 | < 0.1% |
| 703 | 1 | < 0.1% |
| 695 | 2 | |
| 681 | 1 | < 0.1% |
| 670 | 3 | |
| 650 | 3 | |
| 602 | 1 | < 0.1% |
| Distinct | 433 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4803912 |
| Missing (%) | 73.7% |
| Memory size | 49.7 MiB |
| ueb1103 | 123516 |
|---|---|
| urb1103 | 120152 |
| xsb1103 | 62653 |
| url0107 | 60512 |
| uel0201 | 55706 |
| Other values (428) |
Length
| Max length | 22 |
|---|---|
| Median length | 7 |
| Mean length | 7.004265641 |
| Min length | 7 |
Characters and Unicode
| Total characters | 11983458 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | urb1103 |
|---|---|
| 2nd row | ueb1103 |
| 3rd row | ueb1103 |
| 4th row | urb1103 |
| 5th row | ueb0101 |
Common Values
| Value | Count | Frequency (%) |
| ueb1103 | 123516 | 1.9% |
| urb1103 | 120152 | 1.8% |
| xsb1103 | 62653 | 1.0% |
| url0107 | 60512 | 0.9% |
| uel0201 | 55706 | 0.9% |
| uel0105 | 45196 | 0.7% |
| url0105 | 45008 | 0.7% |
| ueb0101 | 42204 | 0.6% |
| urb0101 | 40545 | 0.6% |
| uab1103 | 39087 | 0.6% |
| Other values (423) | 1076301 | 16.5% |
| (Missing) | 4803912 |
Length
| Value | Count | Frequency (%) |
| ueb1103 | 123516 | 7.2% |
| urb1103 | 120152 | 7.0% |
| xsb1103 | 62653 | 3.7% |
| url0107 | 60512 | 3.5% |
| uel0201 | 55706 | 3.3% |
| uel0105 | 45196 | 2.6% |
| url0105 | 45008 | 2.6% |
| ueb0101 | 42204 | 2.5% |
| urb0101 | 40545 | 2.4% |
| uab1103 | 39087 | 2.3% |
| Other values (423) | 1076301 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2593830 | |
| 1 | 2416890 | |
| u | 1362522 | |
| b | 1016869 | 8.5% |
| 2 | 707520 | 5.9% |
| e | 639332 | 5.3% |
| 3 | 620547 | 5.2% |
| r | 592247 | 4.9% |
| l | 542828 | 4.5% |
| s | 318017 | 2.7% |
| Other values (23) | 1172856 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6841447 | |
| Lowercase Letter | 5140549 | |
| Connector Punctuation | 1462 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 1362522 | |
| b | 1016869 | |
| e | 639332 | |
| r | 592247 | |
| l | 542828 | 10.6% |
| s | 318017 | 6.2% |
| x | 316030 | 6.1% |
| a | 314062 | 6.1% |
| z | 16843 | 0.3% |
| d | 15555 | 0.3% |
| Other values (12) | 6244 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2593830 | |
| 1 | 2416890 | |
| 2 | 707520 | 10.3% |
| 3 | 620547 | 9.1% |
| 5 | 210818 | 3.1% |
| 4 | 132218 | 1.9% |
| 7 | 67669 | 1.0% |
| 6 | 41346 | 0.6% |
| 8 | 25337 | 0.4% |
| 9 | 25272 | 0.4% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6842909 | |
| Latin | 5140549 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 1362522 | |
| b | 1016869 | |
| e | 639332 | |
| r | 592247 | |
| l | 542828 | 10.6% |
| s | 318017 | 6.2% |
| x | 316030 | 6.1% |
| a | 314062 | 6.1% |
| z | 16843 | 0.3% |
| d | 15555 | 0.3% |
| Other values (12) | 6244 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 0 | 2593830 | |
| 1 | 2416890 | |
| 2 | 707520 | 10.3% |
| 3 | 620547 | 9.1% |
| 5 | 210818 | 3.1% |
| 4 | 132218 | 1.9% |
| 7 | 67669 | 1.0% |
| 6 | 41346 | 0.6% |
| 8 | 25337 | 0.4% |
| 9 | 25272 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11983458 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2593830 | |
| 1 | 2416890 | |
| u | 1362522 | |
| b | 1016869 | 8.5% |
| 2 | 707520 | 5.9% |
| e | 639332 | 5.3% |
| 3 | 620547 | 5.2% |
| r | 592247 | 4.9% |
| l | 542828 | 4.5% |
| s | 318017 | 2.7% |
| Other values (23) | 1172856 |
| Distinct | 3281922 |
|---|---|
| Distinct (%) | 69.6% |
| Missing | 1799514 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 247.2727416 |
| Minimum | -0.9999847412 |
|---|---|
| Maximum | 1023.454834 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 216 |
| Negative (%) | < 0.1% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | -0.9999847412 |
|---|---|
| 5-th percentile | 31.07578087 |
| Q1 | 113.3611832 |
| median | 206.1904907 |
| Q3 | 346.6536331 |
| 95-th percentile | 619.0763 |
| Maximum | 1023.454834 |
| Range | 1024.454819 |
| Interquartile range (IQR) | 233.29245 |
Descriptive statistics
| Standard deviation | 182.2267471 |
|---|---|
| Coefficient of variation (CV) | 0.7369463609 |
| Kurtosis | 1.474881294 |
| Mean | 247.2727416 |
| Median Absolute Deviation (MAD) | 110.4556847 |
| Skewness | 1.205535866 |
| Sum | 1165959719 |
| Variance | 33206.58736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.5 | 7536 | 0.1% |
| 30.5 | 7335 | 0.1% |
| 211.5 | 7228 | 0.1% |
| 18.5 | 6844 | 0.1% |
| 50.5 | 6083 | 0.1% |
| 209.5 | 5533 | 0.1% |
| 31.5 | 5326 | 0.1% |
| 46.5 | 5307 | 0.1% |
| 22.5 | 5255 | 0.1% |
| 489.5 | 5244 | 0.1% |
| Other values (3281912) | 4653587 | |
| (Missing) | 1799514 | 27.6% |
| Value | Count | Frequency (%) |
| -0.9999847412 | 1 | |
| -0.9991149902 | 1 | |
| -0.9983062744 | 1 | |
| -0.9970092773 | 1 | |
| -0.995010376 | 1 | |
| -0.9896697998 | 1 | |
| -0.9882507324 | 1 | |
| -0.9871063232 | 1 | |
| -0.9868164062 | 1 | |
| -0.9838790894 | 1 |
| Value | Count | Frequency (%) |
| 1023.454834 | 1 | |
| 1023.108765 | 1 | |
| 1022.73291 | 1 | |
| 1022.675659 | 1 | |
| 1022.562012 | 1 | |
| 1022.361328 | 1 | |
| 1022.274414 | 1 | |
| 1021.741455 | 1 | |
| 1021.69104 | 1 | |
| 1021.661133 | 1 |
position_y
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 3228670 |
|---|---|
| Distinct (%) | 68.5% |
| Missing | 1799514 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 252.9292453 |
| Minimum | -0.9962081909 |
|---|---|
| Maximum | 1023.842896 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 66 |
| Negative (%) | < 0.1% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | -0.9962081909 |
|---|---|
| 5-th percentile | 34.90284214 |
| Q1 | 122.7977924 |
| median | 212.5 |
| Q3 | 340.1143799 |
| 95-th percentile | 664.7243378 |
| Maximum | 1023.842896 |
| Range | 1024.839104 |
| Interquartile range (IQR) | 217.3165874 |
Descriptive statistics
| Standard deviation | 183.4765731 |
|---|---|
| Coefficient of variation (CV) | 0.7254067155 |
| Kurtosis | 1.893313646 |
| Mean | 252.9292453 |
| Median Absolute Deviation (MAD) | 104.5398636 |
| Skewness | 1.327383004 |
| Sum | 1192631706 |
| Variance | 33663.65287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.5 | 8066 | 0.1% |
| 120.5 | 7475 | 0.1% |
| 130.5 | 6871 | 0.1% |
| 27.5 | 6787 | 0.1% |
| 35.5 | 6520 | 0.1% |
| 30.5 | 6220 | 0.1% |
| 47.5 | 5751 | 0.1% |
| 188.5 | 5351 | 0.1% |
| 235.5 | 5201 | 0.1% |
| 221.5 | 5135 | 0.1% |
| Other values (3228660) | 4651901 | |
| (Missing) | 1799514 | 27.6% |
| Value | Count | Frequency (%) |
| -0.9962081909 | 1 | |
| -0.9352416992 | 1 | |
| -0.9167938232 | 1 | |
| -0.8918609619 | 1 | |
| -0.8843841553 | 1 | |
| -0.8827590942 | 1 | |
| -0.8789749146 | 1 | |
| -0.8687744141 | 1 | |
| -0.8659133911 | 1 | |
| -0.860786438 | 1 |
| Value | Count | Frequency (%) |
| 1023.842896 | 1 | |
| 1023.67572 | 1 | |
| 1023.606934 | 1 | |
| 1022.105347 | 1 | |
| 1021.824341 | 1 | |
| 1021.669312 | 1 | |
| 1021.389832 | 1 | |
| 1021.33374 | 1 | |
| 1021.258545 | 1 | |
| 1021.048462 | 1 |
command_name
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| Move | |
|---|---|
| BuildMobile | |
| BuildFactory | |
| Reclaim | |
| Attack | |
| Other values (26) |
Length
| Max length | 28 |
|---|---|
| Median length | 4 |
| Mean length | 6.535027826 |
| Min length | 4 |
Characters and Unicode
| Total characters | 42574347 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Stop |
|---|---|
| 2nd row | TransportReverseLoadUnits |
| 3rd row | Stop |
| 4th row | TransportLoadUnits |
| 5th row | Capture |
Common Values
| Value | Count | Frequency (%) |
| Move | 3379522 | |
| BuildMobile | 780535 | 12.0% |
| BuildFactory | 689989 | 10.6% |
| Reclaim | 450781 | 6.9% |
| Attack | 400288 | 6.1% |
| Guard | 248961 | 3.8% |
| AggressiveMove | 187533 | 2.9% |
| Patrol | 129959 | 2.0% |
| Upgrade | 84634 | 1.3% |
| Repair | 40850 | 0.6% |
| Other values (21) | 121740 | 1.9% |
Length
| Value | Count | Frequency (%) |
| move | 3379522 | |
| buildmobile | 780535 | 12.0% |
| buildfactory | 689989 | 10.6% |
| reclaim | 450781 | 6.9% |
| attack | 400288 | 6.1% |
| guard | 248961 | 3.8% |
| aggressivemove | 187533 | 2.9% |
| patrol | 129959 | 2.0% |
| upgrade | 84634 | 1.3% |
| repair | 40850 | 0.6% |
| Other values (21) | 121740 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5358594 | |
| o | 5285470 | |
| M | 4368772 | |
| v | 3787669 | 8.9% |
| i | 2999563 | 7.0% |
| l | 2849076 | 6.7% |
| a | 2117079 | 5.0% |
| d | 1826868 | 4.3% |
| t | 1736121 | 4.1% |
| u | 1727569 | 4.1% |
| Other values (27) | 10517566 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 34317155 | |
| Uppercase Letter | 8257192 | 19.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5358594 | |
| o | 5285470 | |
| v | 3787669 | |
| i | 2999563 | |
| l | 2849076 | |
| a | 2117079 | 6.2% |
| d | 1826868 | 5.3% |
| t | 1736121 | 5.1% |
| u | 1727569 | 5.0% |
| c | 1589704 | 4.6% |
| Other values (11) | 5039442 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 4368772 | |
| B | 1470524 | 17.8% |
| F | 712745 | 8.6% |
| A | 592775 | 7.2% |
| R | 492399 | 6.0% |
| G | 248961 | 3.0% |
| P | 129959 | 1.6% |
| U | 119025 | 1.4% |
| S | 60551 | 0.7% |
| T | 28175 | 0.3% |
| Other values (6) | 33306 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 42574347 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5358594 | |
| o | 5285470 | |
| M | 4368772 | |
| v | 3787669 | 8.9% |
| i | 2999563 | 7.0% |
| l | 2849076 | 6.7% |
| a | 2117079 | 5.0% |
| d | 1826868 | 4.3% |
| t | 1736121 | 4.1% |
| u | 1727569 | 4.1% |
| Other values (27) | 10517566 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42574347 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5358594 | |
| o | 5285470 | |
| M | 4368772 | |
| v | 3787669 | 8.9% |
| i | 2999563 | 7.0% |
| l | 2849076 | 6.7% |
| a | 2117079 | 5.0% |
| d | 1826868 | 4.3% |
| t | 1736121 | 4.1% |
| u | 1727569 | 4.1% |
| Other values (27) | 10517566 |
| Distinct | 1130 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240504.9518 |
| Minimum | 145 |
|---|---|
| Maximum | 437311 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | 145 |
|---|---|
| 5-th percentile | 15289 |
| Q1 | 105808 |
| median | 248189 |
| Q3 | 383675 |
| 95-th percentile | 432747 |
| Maximum | 437311 |
| Range | 437166 |
| Interquartile range (IQR) | 277867 |
Descriptive statistics
| Standard deviation | 147190.9575 |
|---|---|
| Coefficient of variation (CV) | 0.6120080121 |
| Kurtosis | -1.464348236 |
| Mean | 240504.9518 |
| Median Absolute Deviation (MAD) | 138377 |
| Skewness | -0.1675221872 |
| Sum | 1.566839736 × 1012 |
| Variance | 2.166517796 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64928 | 126011 | 1.9% |
| 119070 | 115783 | 1.8% |
| 2642 | 92980 | 1.4% |
| 403743 | 76173 | 1.2% |
| 33632 | 74668 | 1.1% |
| 177382 | 65115 | 1.0% |
| 342398 | 64206 | 1.0% |
| 62848 | 62835 | 1.0% |
| 395919 | 62674 | 1.0% |
| 151257 | 61796 | 0.9% |
| Other values (1120) | 5712551 |
| Value | Count | Frequency (%) |
| 145 | 22627 | |
| 259 | 28793 | |
| 434 | 4838 | 0.1% |
| 435 | 18794 | |
| 606 | 3096 | < 0.1% |
| 648 | 13001 | |
| 899 | 381 | < 0.1% |
| 1294 | 10512 | 0.2% |
| 1297 | 247 | < 0.1% |
| 1499 | 6587 | 0.1% |
| Value | Count | Frequency (%) |
| 437311 | 244 | < 0.1% |
| 437302 | 748 | < 0.1% |
| 437301 | 1315 | < 0.1% |
| 437263 | 20 | < 0.1% |
| 437218 | 136 | < 0.1% |
| 437177 | 3495 | |
| 437109 | 426 | < 0.1% |
| 437063 | 4356 | |
| 437059 | 5 | < 0.1% |
| 437048 | 207 | < 0.1% |
| Distinct | 1144 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| Morax | 126011 |
|---|---|
| Cast_Away | 115783 |
| nemir | 92980 |
| indicator2020 | 76173 |
| silentNoob | 74668 |
| Other values (1139) |
Length
| Max length | 16 |
|---|---|
| Median length | 13 |
| Mean length | 8.527673025 |
| Min length | 2 |
Characters and Unicode
| Total characters | 55556016 |
|---|---|
| Distinct characters | 64 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | TheWreck |
|---|---|
| 2nd row | silentNoob |
| 3rd row | YellowNoob |
| 4th row | Cast_Away |
| 5th row | Swkoll |
Common Values
| Value | Count | Frequency (%) |
| Morax | 126011 | 1.9% |
| Cast_Away | 115783 | 1.8% |
| nemir | 92980 | 1.4% |
| indicator2020 | 76173 | 1.2% |
| silentNoob | 74668 | 1.1% |
| C_Buck | 65115 | 1.0% |
| hegesso | 64206 | 1.0% |
| Chenbro101 | 62835 | 1.0% |
| Shadowrear | 62674 | 1.0% |
| Solstice245 | 61796 | 0.9% |
| Other values (1134) | 5712551 |
Length
| Value | Count | Frequency (%) |
| morax | 126011 | 1.9% |
| cast_away | 115783 | 1.8% |
| nemir | 92980 | 1.4% |
| indicator2020 | 76173 | 1.2% |
| silentnoob | 74668 | 1.1% |
| c_buck | 65115 | 1.0% |
| hegesso | 64206 | 1.0% |
| chenbro101 | 62835 | 1.0% |
| shadowrear | 62674 | 1.0% |
| solstice245 | 61796 | 0.9% |
| Other values (1133) | 5712551 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5019627 | 9.0% |
| e | 4291499 | 7.7% |
| o | 3862434 | 7.0% |
| r | 3822416 | 6.9% |
| n | 2817746 | 5.1% |
| i | 2747953 | 4.9% |
| t | 2362360 | 4.3% |
| s | 2247427 | 4.0% |
| l | 1803406 | 3.2% |
| h | 1452863 | 2.6% |
| Other values (54) | 25128285 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42154282 | |
| Uppercase Letter | 9289601 | 16.7% |
| Decimal Number | 3010963 | 5.4% |
| Connector Punctuation | 875066 | 1.6% |
| Dash Punctuation | 226104 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 5019627 | |
| e | 4291499 | 10.2% |
| o | 3862434 | 9.2% |
| r | 3822416 | 9.1% |
| n | 2817746 | 6.7% |
| i | 2747953 | 6.5% |
| t | 2362360 | 5.6% |
| s | 2247427 | 5.3% |
| l | 1803406 | 4.3% |
| h | 1452863 | 3.4% |
| Other values (16) | 11726551 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 794395 | 8.6% |
| N | 662464 | 7.1% |
| A | 607051 | 6.5% |
| T | 580264 | 6.2% |
| C | 559206 | 6.0% |
| B | 500819 | 5.4% |
| R | 497703 | 5.4% |
| M | 479090 | 5.2% |
| L | 454635 | 4.9% |
| D | 445138 | 4.8% |
| Other values (16) | 3708836 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 608636 | |
| 1 | 562229 | |
| 2 | 495445 | |
| 4 | 259906 | |
| 3 | 231177 | 7.7% |
| 6 | 191763 | 6.4% |
| 5 | 188169 | 6.2% |
| 7 | 170160 | 5.7% |
| 9 | 160534 | 5.3% |
| 8 | 142944 | 4.7% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 875066 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 226104 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 51443883 | |
| Common | 4112133 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 5019627 | 9.8% |
| e | 4291499 | 8.3% |
| o | 3862434 | 7.5% |
| r | 3822416 | 7.4% |
| n | 2817746 | 5.5% |
| i | 2747953 | 5.3% |
| t | 2362360 | 4.6% |
| s | 2247427 | 4.4% |
| l | 1803406 | 3.5% |
| h | 1452863 | 2.8% |
| Other values (42) | 21016152 |
Common
| Value | Count | Frequency (%) |
| _ | 875066 | |
| 0 | 608636 | |
| 1 | 562229 | |
| 2 | 495445 | |
| 4 | 259906 | 6.3% |
| 3 | 231177 | 5.6% |
| - | 226104 | 5.5% |
| 6 | 191763 | 4.7% |
| 5 | 188169 | 4.6% |
| 7 | 170160 | 4.1% |
| Other values (2) | 303478 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55556016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 5019627 | 9.0% |
| e | 4291499 | 7.7% |
| o | 3862434 | 7.0% |
| r | 3822416 | 6.9% |
| n | 2817746 | 5.1% |
| i | 2747953 | 4.9% |
| t | 2362360 | 4.3% |
| s | 2247427 | 4.0% |
| l | 1803406 | 3.2% |
| h | 1452863 | 2.6% |
| Other values (54) | 25128285 |
| Distinct | 2181 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 823.9001541 |
| Minimum | -602 |
|---|---|
| Maximum | 2283 |
| Zeros | 66783 |
| Zeros (%) | 1.0% |
| Negative | 261154 |
| Negative (%) | 4.0% |
| Memory size | 49.7 MiB |
Quantile statistics
| Minimum | -602 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 453 |
| median | 760 |
| Q3 | 1210 |
| 95-th percentile | 1754 |
| Maximum | 2283 |
| Range | 2885 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 522.7184424 |
|---|---|
| Coefficient of variation (CV) | 0.6344439187 |
| Kurtosis | -0.4357332748 |
| Mean | 823.9001541 |
| Median Absolute Deviation (MAD) | 352 |
| Skewness | 0.292974887 |
| Sum | 5367538133 |
| Variance | 273234.57 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 66783 | 1.0% |
| 493 | 14836 | 0.2% |
| 583 | 13957 | 0.2% |
| 835 | 13666 | 0.2% |
| 802 | 13327 | 0.2% |
| 560 | 13099 | 0.2% |
| 431 | 12752 | 0.2% |
| 760 | 12367 | 0.2% |
| 438 | 12152 | 0.2% |
| 691 | 11957 | 0.2% |
| Other values (2171) | 6329896 |
| Value | Count | Frequency (%) |
| -602 | 653 | < 0.1% |
| -600 | 173 | < 0.1% |
| -596 | 254 | < 0.1% |
| -586 | 1453 | |
| -565 | 356 | < 0.1% |
| -564 | 1924 | |
| -544 | 19 | < 0.1% |
| -535 | 84 | < 0.1% |
| -534 | 185 | < 0.1% |
| -517 | 396 | < 0.1% |
| Value | Count | Frequency (%) |
| 2283 | 901 | |
| 2277 | 644 | < 0.1% |
| 2271 | 902 | |
| 2230 | 1113 | |
| 2226 | 928 | |
| 2223 | 2078 | |
| 2217 | 495 | < 0.1% |
| 2216 | 1000 | |
| 2209 | 559 | < 0.1% |
| 2207 | 1763 |
faction
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| UEF | |
|---|---|
| Cybran | |
| Seraphim | |
| Aeon |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 5.091586961 |
| Min length | 3 |
Characters and Unicode
| Total characters | 33170630 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UEF |
|---|---|
| 2nd row | Cybran |
| 3rd row | UEF |
| 4th row | Cybran |
| 5th row | UEF |
Common Values
| Value | Count | Frequency (%) |
| UEF | 2282944 | |
| Cybran | 2254063 | |
| Seraphim | 1221570 | |
| Aeon | 756215 | 11.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| uef | 2282944 | |
| cybran | 2254063 | |
| seraphim | 1221570 | |
| aeon | 756215 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 3475633 | |
| a | 3475633 | |
| n | 3010278 | 9.1% |
| E | 2282944 | 6.9% |
| U | 2282944 | 6.9% |
| F | 2282944 | 6.9% |
| b | 2254063 | 6.8% |
| y | 2254063 | 6.8% |
| C | 2254063 | 6.8% |
| e | 1977785 | 6.0% |
| Other values (7) | 7620280 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22089950 | |
| Uppercase Letter | 11080680 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 3475633 | |
| a | 3475633 | |
| n | 3010278 | |
| b | 2254063 | |
| y | 2254063 | |
| e | 1977785 | |
| p | 1221570 | 5.5% |
| h | 1221570 | 5.5% |
| i | 1221570 | 5.5% |
| m | 1221570 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 2282944 | |
| U | 2282944 | |
| F | 2282944 | |
| C | 2254063 | |
| S | 1221570 | |
| A | 756215 | 6.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33170630 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 3475633 | |
| a | 3475633 | |
| n | 3010278 | 9.1% |
| E | 2282944 | 6.9% |
| U | 2282944 | 6.9% |
| F | 2282944 | 6.9% |
| b | 2254063 | 6.8% |
| y | 2254063 | 6.8% |
| C | 2254063 | 6.8% |
| e | 1977785 | 6.0% |
| Other values (7) | 7620280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33170630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 3475633 | |
| a | 3475633 | |
| n | 3010278 | 9.1% |
| E | 2282944 | 6.9% |
| U | 2282944 | 6.9% |
| F | 2282944 | 6.9% |
| b | 2254063 | 6.8% |
| y | 2254063 | 6.8% |
| C | 2254063 | 6.8% |
| e | 1977785 | 6.0% |
| Other values (7) | 7620280 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| Oracle | |
|---|---|
| Loki - FAF version | |
| Open Palms | |
| Stickleback Ridge | |
| Esgaroth's Ruins | |
| Other values (19) |
Length
| Max length | 35 |
|---|---|
| Median length | 28 |
| Mean length | 17.04001371 |
| Min length | 5 |
Characters and Unicode
| Total characters | 111012145 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Norfair |
|---|---|
| 2nd row | Desert Planet II v2 |
| 3rd row | Norfair |
| 4th row | Desert Planet II v2 |
| 5th row | Forbidden Pass - FAF version |
Common Values
| Value | Count | Frequency (%) |
| Oracle | 1011204 | |
| Loki - FAF version | 1007624 | |
| Open Palms | 954503 | |
| Stickleback Ridge | 740717 | |
| Esgaroth's Ruins | 706330 | |
| Theta Passage - FAF version | 675199 | |
| Seraphim Glaciers - FAF version | 627190 | |
| Point of Reach v4 | 245451 | 3.8% |
| TAG Craftious Maximus - FAF version | 178688 | 2.7% |
| Tamara Pass | 175544 | 2.7% |
| Other values (14) | 192342 | 3.0% |
Length
| Value | Count | Frequency (%) |
| 2550329 | ||
| faf | 2550329 | |
| version | 2550329 | |
| oracle | 1011204 | 5.2% |
| loki | 1007624 | 5.2% |
| open | 954503 | 4.9% |
| palms | 954503 | 4.9% |
| stickleback | 740717 | 3.8% |
| ridge | 740717 | 3.8% |
| ruins | 706330 | 3.6% |
| Other values (37) | 5632072 |
Most occurring characters
| Value | Count | Frequency (%) |
| 12883865 | 11.6% | |
| e | 9101242 | 8.2% |
| s | 8488667 | 7.6% |
| a | 8148552 | 7.3% |
| i | 7724485 | 7.0% |
| r | 6109191 | 5.5% |
| F | 5138047 | 4.6% |
| o | 5065233 | 4.6% |
| n | 4583776 | 4.1% |
| l | 3378155 | 3.0% |
| Other values (38) | 40390932 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 75341874 | |
| Uppercase Letter | 19238258 | 17.3% |
| Space Separator | 12883865 | 11.6% |
| Dash Punctuation | 2550329 | 2.3% |
| Other Punctuation | 706330 | 0.6% |
| Decimal Number | 289992 | 0.3% |
| Connector Punctuation | 1497 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9101242 | |
| s | 8488667 | |
| a | 8148552 | |
| i | 7724485 | |
| r | 6109191 | 8.1% |
| o | 5065233 | 6.7% |
| n | 4583776 | 6.1% |
| l | 3378155 | 4.5% |
| c | 3365279 | 4.5% |
| v | 2850288 | 3.8% |
| Other values (14) | 16527006 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 5138047 | |
| A | 2751309 | |
| P | 2156536 | |
| O | 1968328 | 10.2% |
| R | 1700246 | 8.8% |
| S | 1397792 | 7.3% |
| T | 1037179 | 5.4% |
| L | 1010245 | 5.3% |
| G | 805878 | 4.2% |
| E | 720515 | 3.7% |
| Other values (8) | 552183 | 2.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 245451 | |
| 2 | 44541 | 15.4% |
Space Separator
| Value | Count | Frequency (%) |
| 12883865 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2550329 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 706330 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1497 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 94580132 | |
| Common | 16432013 | 14.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9101242 | 9.6% |
| s | 8488667 | 9.0% |
| a | 8148552 | 8.6% |
| i | 7724485 | 8.2% |
| r | 6109191 | 6.5% |
| F | 5138047 | 5.4% |
| o | 5065233 | 5.4% |
| n | 4583776 | 4.8% |
| l | 3378155 | 3.6% |
| c | 3365279 | 3.6% |
| Other values (32) | 33477505 |
Common
| Value | Count | Frequency (%) |
| 12883865 | ||
| - | 2550329 | 15.5% |
| ' | 706330 | 4.3% |
| 4 | 245451 | 1.5% |
| 2 | 44541 | 0.3% |
| _ | 1497 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111012145 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 12883865 | 11.6% | |
| e | 9101242 | 8.2% |
| s | 8488667 | 7.6% |
| a | 8148552 | 7.3% |
| i | 7724485 | 7.0% |
| r | 6109191 | 5.5% |
| F | 5138047 | 4.6% |
| o | 5065233 | 4.6% |
| n | 4583776 | 4.1% |
| l | 3378155 | 3.0% |
| Other values (38) | 40390932 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| https://content.faforever.com/maps/previews/large/oracle.v0005.png | |
|---|---|
| https://content.faforever.com/maps/previews/large/loki_-_faf_version.v0003.png | |
| https://content.faforever.com/maps/previews/large/scmp_007.png | |
| https://content.faforever.com/maps/previews/large/stickleback_ridge.v0003.png | |
| https://content.faforever.com/maps/previews/large/esgaroths ruins.png | |
| Other values (19) |
Length
| Max length | 95 |
|---|---|
| Median length | 88 |
| Mean length | 74.80420373 |
| Min length | 62 |
Characters and Unicode
| Total characters | 487333828 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | https://content.faforever.com/maps/previews/large/norfair.v0005.png |
|---|---|
| 2nd row | https://content.faforever.com/maps/previews/large/desert planet ii v2.png |
| 3rd row | https://content.faforever.com/maps/previews/large/norfair.v0005.png |
| 4th row | https://content.faforever.com/maps/previews/large/desert planet ii v2.png |
| 5th row | https://content.faforever.com/maps/previews/large/forbidden_pass_-_faf_version.v0004.png |
Common Values
| Value | Count | Frequency (%) |
| https://content.faforever.com/maps/previews/large/oracle.v0005.png | 1011204 | |
| https://content.faforever.com/maps/previews/large/loki_-_faf_version.v0003.png | 1007624 | |
| https://content.faforever.com/maps/previews/large/scmp_007.png | 954503 | |
| https://content.faforever.com/maps/previews/large/stickleback_ridge.v0003.png | 740717 | |
| https://content.faforever.com/maps/previews/large/esgaroths ruins.png | 706330 | |
| https://content.faforever.com/maps/previews/large/theta_passage_-_faf_version.v0001.png | 675199 | |
| https://content.faforever.com/maps/previews/large/seraphim_glaciers_-_faf_version.v0001.png | 627190 | |
| https://content.faforever.com/maps/previews/large/point of reach v4.png | 245451 | 3.8% |
| https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 178688 | 2.7% |
| https://content.faforever.com/maps/previews/large/tamara_pass.v0001.png | 175544 | 2.7% |
| Other values (14) | 192342 | 3.0% |
Length
| Value | Count | Frequency (%) |
| https://content.faforever.com/maps/previews/large/oracle.v0005.png | 1011204 | |
| https://content.faforever.com/maps/previews/large/loki_-_faf_version.v0003.png | 1007624 | |
| https://content.faforever.com/maps/previews/large/scmp_007.png | 954503 | |
| https://content.faforever.com/maps/previews/large/stickleback_ridge.v0003.png | 740717 | |
| https://content.faforever.com/maps/previews/large/esgaroths | 706330 | |
| ruins.png | 706330 | |
| https://content.faforever.com/maps/previews/large/theta_passage_-_faf_version.v0001.png | 675199 | |
| https://content.faforever.com/maps/previews/large/seraphim_glaciers_-_faf_version.v0001.png | 627190 | |
| https://content.faforever.com/maps/previews/large/point | 245451 | 3.0% |
| of | 245451 | 3.0% |
| Other values (23) | 1181468 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 47941539 | 9.8% |
| / | 39088752 | 8.0% |
| r | 33854138 | 6.9% |
| t | 29776845 | 6.1% |
| a | 29467316 | 6.0% |
| s | 29408417 | 6.0% |
| p | 28842894 | 5.9% |
| o | 25608967 | 5.3% |
| . | 24082667 | 4.9% |
| n | 23188865 | 4.8% |
| Other values (28) | 176073428 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 380828233 | |
| Other Punctuation | 69686211 | 14.3% |
| Decimal Number | 21383693 | 4.4% |
| Connector Punctuation | 11298687 | 2.3% |
| Dash Punctuation | 2550329 | 0.5% |
| Space Separator | 1586675 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 47941539 | |
| r | 33854138 | 8.9% |
| t | 29776845 | 7.8% |
| a | 29467316 | 7.7% |
| s | 29408417 | 7.7% |
| p | 28842894 | 7.6% |
| o | 25608967 | 6.7% |
| n | 23188865 | 6.1% |
| v | 20419660 | 5.4% |
| f | 18650105 | 4.9% |
| Other values (14) | 93669487 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15549555 | |
| 3 | 1761812 | 8.2% |
| 1 | 1500148 | 7.0% |
| 5 | 1055354 | 4.9% |
| 7 | 954503 | 4.5% |
| 4 | 459761 | 2.2% |
| 2 | 73168 | 0.3% |
| 8 | 29392 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 39088752 | |
| . | 24082667 | |
| : | 6514792 | 9.3% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 11298687 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2550329 |
Space Separator
| Value | Count | Frequency (%) |
| 1586675 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 380828233 | |
| Common | 106505595 | 21.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 47941539 | |
| r | 33854138 | 8.9% |
| t | 29776845 | 7.8% |
| a | 29467316 | 7.7% |
| s | 29408417 | 7.7% |
| p | 28842894 | 7.6% |
| o | 25608967 | 6.7% |
| n | 23188865 | 6.1% |
| v | 20419660 | 5.4% |
| f | 18650105 | 4.9% |
| Other values (14) | 93669487 |
Common
| Value | Count | Frequency (%) |
| / | 39088752 | |
| . | 24082667 | |
| 0 | 15549555 | 14.6% |
| _ | 11298687 | 10.6% |
| : | 6514792 | 6.1% |
| - | 2550329 | 2.4% |
| 3 | 1761812 | 1.7% |
| 1586675 | 1.5% | |
| 1 | 1500148 | 1.4% |
| 5 | 1055354 | 1.0% |
| Other values (4) | 1516824 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 487333828 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 47941539 | 9.8% |
| / | 39088752 | 8.0% |
| r | 33854138 | 6.9% |
| t | 29776845 | 6.1% |
| a | 29467316 | 6.0% |
| s | 29408417 | 6.0% |
| p | 28842894 | 5.9% |
| o | 25608967 | 5.3% |
| . | 24082667 | 4.9% |
| n | 23188865 | 4.8% |
| Other values (28) | 176073428 |
map_width
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| 512 | |
|---|---|
| 256 | |
| 1024 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.140724524 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20461167 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1024 |
|---|---|
| 2nd row | 512 |
| 3rd row | 1024 |
| 4th row | 512 |
| 5th row | 512 |
Common Values
| Value | Count | Frequency (%) |
| 512 | 3441258 | |
| 256 | 2156743 | |
| 1024 | 916791 | 14.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 512 | 3441258 | |
| 256 | 2156743 | |
| 1024 | 916791 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20461167 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20461167 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20461167 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
map_height
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.7 MiB |
| 512 | |
|---|---|
| 256 | |
| 1024 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.140724524 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20461167 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1024 |
|---|---|
| 2nd row | 512 |
| 3rd row | 1024 |
| 4th row | 512 |
| 5th row | 512 |
Common Values
| Value | Count | Frequency (%) |
| 512 | 3441258 | |
| 256 | 2156743 | |
| 1024 | 916791 | 14.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 512 | 3441258 | |
| 256 | 2156743 | |
| 1024 | 916791 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20461167 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20461167 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20461167 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 6514792 | |
| 5 | 5598001 | |
| 1 | 4358049 | |
| 6 | 2156743 | 10.5% |
| 0 | 916791 | 4.5% |
| 4 | 916791 | 4.5% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| id | start_time | offset_ms | player | type | units_number | blueprint | position_x | position_y | command_name | faf_player_id | login | rating | faction | map_name | map_thumbnail | map_width | map_height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 16367281 | 2022-02-15 00:36:27 UTC | 790800 | 0 | issue | 15 | NaN | NaN | NaN | Stop | 44051 | TheWreck | 1885 | UEF | Norfair | https://content.faforever.com/maps/previews/large/norfair.v0005.png | 1024 | 1024 |
| 1 | 16333036 | 2022-02-10 14:29:08 UTC | 1113200 | 0 | issue | 1 | NaN | NaN | NaN | TransportReverseLoadUnits | 33632 | silentNoob | 1712 | Cybran | Desert Planet II v2 | https://content.faforever.com/maps/previews/large/desert planet ii v2.png | 512 | 512 |
| 2 | 16426829 | 2022-02-23 15:58:04 UTC | 186500 | 1 | issue | 1 | NaN | NaN | NaN | Stop | 206383 | YellowNoob | 1987 | UEF | Norfair | https://content.faforever.com/maps/previews/large/norfair.v0005.png | 1024 | 1024 |
| 3 | 16391098 | 2022-02-18 19:25:59 UTC | 1290800 | 0 | issue | 9 | NaN | NaN | NaN | TransportLoadUnits | 119070 | Cast_Away | 1666 | Cybran | Desert Planet II v2 | https://content.faforever.com/maps/previews/large/desert planet ii v2.png | 512 | 512 |
| 4 | 16428462 | 2022-02-23 19:48:59 UTC | 455400 | 0 | issue | 1 | NaN | NaN | NaN | Capture | 25711 | Swkoll | 2149 | UEF | Forbidden Pass - FAF version | https://content.faforever.com/maps/previews/large/forbidden_pass_-_faf_version.v0004.png | 512 | 512 |
| 5 | 16341419 | 2022-02-11 18:59:14 UTC | 1070200 | 0 | issue | 4 | NaN | 303.411865 | 111.591949 | FormMove | 119070 | Cast_Away | 1636 | Cybran | Desert Planet II v2 | https://content.faforever.com/maps/previews/large/desert planet ii v2.png | 512 | 512 |
| 6 | 16452080 | 2022-02-27 11:48:59 UTC | 31100 | 0 | issue | 1 | NaN | NaN | NaN | Stop | 206383 | YellowNoob | 1955 | UEF | Forbidden Pass - FAF version | https://content.faforever.com/maps/previews/large/forbidden_pass_-_faf_version.v0004.png | 512 | 512 |
| 7 | 16379143 | 2022-02-16 21:34:59 UTC | 2274900 | 1 | issue | 15 | NaN | NaN | NaN | TransportLoadUnits | 64928 | Morax | 1811 | Cybran | Desert Planet II v2 | https://content.faforever.com/maps/previews/large/desert planet ii v2.png | 512 | 512 |
| 8 | 16261749 | 2022-02-01 05:38:13 UTC | 189100 | 1 | issue | 6 | NaN | NaN | NaN | TransportLoadUnits | 287686 | demonstreamer666 | 1553 | Cybran | White Fire - FAF version | https://content.faforever.com/maps/previews/large/white_fire_-_faf_version.v0002.png | 512 | 512 |
| 9 | 16453036 | 2022-02-27 14:13:16 UTC | 703200 | 0 | issue | 1 | NaN | 510.855286 | 450.782532 | Ferry | 229724 | Novdino | 1545 | Aeon | Norfair | https://content.faforever.com/maps/previews/large/norfair.v0005.png | 1024 | 1024 |
Last rows
| id | start_time | offset_ms | player | type | units_number | blueprint | position_x | position_y | command_name | faf_player_id | login | rating | faction | map_name | map_thumbnail | map_width | map_height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6514782 | 16459191 | 2022-02-28 11:57:50 UTC | 1007000 | 1 | issue | 8 | NaN | 403.683502 | 249.417191 | AggressiveMove | 298933 | CheeseBerry | 1278 | Seraphim | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514783 | 16380003 | 2022-02-17 00:37:57 UTC | 637600 | 0 | issue | 5 | NaN | 188.160904 | 330.224243 | AggressiveMove | 64928 | Morax | 1798 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514784 | 16426709 | 2022-02-23 15:31:00 UTC | 771200 | 0 | issue | 25 | NaN | 242.952194 | 161.408295 | AggressiveMove | 434782 | Kalkbrenner | 1258 | Aeon | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514785 | 16349509 | 2022-02-12 18:20:12 UTC | 177700 | 1 | issue | 4 | NaN | 293.124359 | 147.393021 | AggressiveMove | 219084 | Conorach | 1388 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514786 | 16371595 | 2022-02-15 19:02:03 UTC | 259700 | 1 | issue | 1 | NaN | 208.845963 | 323.309753 | AggressiveMove | 373105 | grimplex | 1907 | UEF | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514787 | 16415008 | 2022-02-21 19:37:00 UTC | 445100 | 1 | issue | 2 | NaN | 392.935974 | 224.796936 | AggressiveMove | 64928 | Morax | 1801 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514788 | 16367360 | 2022-02-15 01:03:28 UTC | 387500 | 0 | issue | 2 | NaN | 204.560776 | 174.036285 | AggressiveMove | 275960 | RowanMorseYT | 1629 | Seraphim | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514789 | 16379427 | 2022-02-16 22:25:56 UTC | 1353000 | 1 | issue | 1 | NaN | 378.457092 | 104.579559 | AggressiveMove | 62848 | Chenbro101 | 1274 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514790 | 16339025 | 2022-02-11 12:59:11 UTC | 149200 | 0 | factory_issue | 1 | NaN | 122.546814 | 180.407104 | AggressiveMove | 62848 | Chenbro101 | 1254 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 6514791 | 16360012 | 2022-02-13 21:00:26 UTC | 797700 | 1 | factory_issue | 1 | NaN | 455.219452 | 213.843216 | AggressiveMove | 131692 | o-o-o | 1087 | Aeon | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |